Yes.
For keywords and description pop into Global Configuration.
As for the Generator tag, you can remove it from the core files, but this will then be replaced every time you do an update, so instead go to the index.php file in whatever template you are using and add this above the head tag:<?php $this->setGenerator('Leave empty or add something you would prefer'); ?>